POCUS

Ultrasound G.E.L. – Deep Learning for Peripheral IV Anatomy

Deep learning is a branch of artificial intelligence that holds a lot of promise for point-of-care ultrasound, but we don’t have much data on how it performs. The fearless investigators in this fascinating study train a deep learning algorithm to recognize sonographic anatomy of the upper extremity and then pit it against expert POCUS users to see who can interpret the images most accurately!

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EM Cases – Community Acquired Pneumonia: Emergency Management

While community acquired pneumonia (CAP) is ‘bread and butter’ emergency medicine, and the diagnosis is often a ‘slam dunk’, it turns out that up one third of the time, we are wrong about the diagnosis; that x-rays are not perfect; that blood work is seldom helpful; that not all antibiotics are created equal and that deciding who can go home and who needs to go to the ICU isn’t always so clear cut.

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